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AlexNet is a convolutional neural network architecture developed by Alex Krizhevsky, Ilya Sutskever, and Geoffrey Hinton for large-scale image classification. Its 2012 ImageNet result helped establish deep learning's use of deep neural networks, ReLU activations, dropout, and GPU-based training for computer vision.